AuthOrigin — Architecture
Constitutional Invariants
A direct, structural solution to the exact algorithmic crises we have mapped: the silent degradation of text calculators, the thinning of software slop, and the thermal instability of unbounded cognition.
If standard AI engineering is a loose pile of melting butter, this constitution builds a rigid, cold steel mold to trap it.
The Five Laws
5 Immutable Laws
Expand each law to see the architectural flaw it targets and the structural fix it enforces.
The Macro-Verdict
Changing the Physics of Execution
Commercial AI Guardrails
Edit the output after it goes wrong
→ Probabilistic text calculator
Constitutional Invariants
Change the fundamental physics of execution
→ High-security deterministic engine
The Constitution does not patch the calculator. It replaces the arithmetic.